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sergeykamov pushed a commit to branch NLPCRAFT-483
in repository https://gitbox.apache.org/repos/asf/incubator-nlpcraft.git


The following commit(s) were added to refs/heads/NLPCRAFT-483 by this push:
     new 4a2c455  WIP.
4a2c455 is described below

commit 4a2c455df79498e1ac6cf64ec79eae42ebe9d444
Author: Sergey Kamov <[email protected]>
AuthorDate: Wed Mar 2 15:50:57 2022 +0300

    WIP.
---
 .../examples/lightswitch/LightSwitchRuModel.scala  |  2 +-
 .../lightswitch/LightSwitchScalaModel.scala        |  2 +-
 .../apache/nlpcraft/NCModelPipelineBuilder.java    | 24 +++++++++++-----------
 ...nricher.java => NCENBracketsTokenEnricher.java} |  6 +++---
 ...icher.java => NCENDictionaryTokenEnricher.java} |  6 +++---
 ...nricher.java => NCENLemmaPosTokenEnricher.java} | 11 ++--------
 ...nEnricher.java => NCENQuotesTokenEnricher.java} |  6 +++---
 ...richer.java => NCENStopWordsTokenEnricher.java} | 14 ++++++-------
 .../N\320\241ENSwearWordsTokenEnricher.java"       | 10 ++++-----
 ...l.scala => NCENBracketsTokenEnricherImpl.scala} |  2 +-
 ...scala => NCENDictionaryTokenEnricherImpl.scala} |  2 +-
 ...mpl.scala => NCENQuotesTokenEnricherImpl.scala} |  2 +-
 ...Generator.scala => NCENStopWordGenerator.scala} |  2 +-
 ....scala => NCENStopWordsTokenEnricherImpl.scala} |  6 +++---
 ...scala => NCENSwearWordsTokenEnricherImpl.scala} |  2 +-
 .../enricher/opennlp/NCLemmaPosTokenEnricher.java  |  2 +-
 .../impl/NCLemmaPosTokenEnricherImpl.scala         |  5 +++--
 .../semantic/NCSemanticEntityParserSpec.scala      |  6 +++---
 .../enricher/en/NCBracketsTokenEnricherSpec.scala  |  4 ++--
 .../en/NCDictionaryTokenEnricherSpec.scala         |  6 +++---
 .../enricher/en/NCQuotesTokenEnricherSpec.scala    |  6 +++---
 .../enricher/en/NCStopWordsEnricherSpec.scala      |  8 ++++----
 .../en/NCSwearWordsTokenEnricherSpec.scala         |  4 ++--
 .../enricher/en/impl/NCStopWordsImplSpec.scala     |  4 ++--
 .../parser/opennlp/NCOpenNLPTokenParserSpec.scala  |  6 +++---
 25 files changed, 71 insertions(+), 77 deletions(-)

diff --git 
a/nlpcraft-examples/lightswitch-ru/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchRuModel.scala
 
b/nlpcraft-examples/lightswitch-ru/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchRuModel.scala
index 708d99f..018002e 100644
--- 
a/nlpcraft-examples/lightswitch-ru/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchRuModel.scala
+++ 
b/nlpcraft-examples/lightswitch-ru/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchRuModel.scala
@@ -21,7 +21,7 @@ import org.apache.nlpcraft.*
 import 
org.apache.nlpcraft.examples.lightswitch.nlp.entity.parser.semantic.NCRuSemanticEntityParser
 import 
org.apache.nlpcraft.examples.lightswitch.nlp.token.enricher.{NCRuLemmaPosTokenEnricher,
 NCRuStopWordsTokenEnricher}
 import 
org.apache.nlpcraft.examples.lightswitch.nlp.token.parser.NCRuTokenParser
-import org.apache.nlpcraft.nlp.en.token.enricher.NCStopWordsTokenEnricher
+import org.apache.nlpcraft.nlp.en.token.enricher.NCENStopWordsTokenEnricher
 import org.apache.nlpcraft.nlp.mult.entity.parser.nlp.NCNLPEntityParser
 import 
org.apache.nlpcraft.nlp.mult.entity.parser.semantic.NCSemanticEntityParser
 import org.apache.nlpcraft.nlp.mult.token.parser.opennlp.NCOpenNLPTokenParser
diff --git 
a/nlpcraft-examples/lightswitch/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchScalaModel.scala
 
b/nlpcraft-examples/lightswitch/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchScalaModel.scala
index 96ce7e1..182d4c8 100644
--- 
a/nlpcraft-examples/lightswitch/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchScalaModel.scala
+++ 
b/nlpcraft-examples/lightswitch/src/main/java/org/apache/nlpcraft/examples/lightswitch/LightSwitchScalaModel.scala
@@ -21,7 +21,7 @@ import org.apache.nlpcraft.*
 import org.apache.nlpcraft.internal.util.NCResourceReader
 import org.apache.nlpcraft.nlp.*
 import 
org.apache.nlpcraft.nlp.en.entity.parser.semantic.NCEnSemanticEntityParser
-import org.apache.nlpcraft.nlp.en.token.enricher.NCStopWordsTokenEnricher
+import org.apache.nlpcraft.nlp.en.token.enricher.NCENStopWordsTokenEnricher
 import org.apache.nlpcraft.nlp.mult.entity.parser.nlp.NCNLPEntityParser
 import 
org.apache.nlpcraft.nlp.mult.entity.parser.semantic.NCSemanticEntityParser
 import org.apache.nlpcraft.nlp.mult.token.parser.opennlp.NCOpenNLPTokenParser
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/NCModelPipelineBuilder.java 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/NCModelPipelineBuilder.java
index 699751f..b4eec06 100644
--- a/nlpcraft/src/main/scala/org/apache/nlpcraft/NCModelPipelineBuilder.java
+++ b/nlpcraft/src/main/scala/org/apache/nlpcraft/NCModelPipelineBuilder.java
@@ -18,12 +18,12 @@
 package org.apache.nlpcraft;
 
 import org.apache.nlpcraft.internal.util.NCResourceReader;
-import org.apache.nlpcraft.nlp.en.token.enricher.NCBracketsTokenEnricher;
-import org.apache.nlpcraft.nlp.en.token.enricher.NCDictionaryTokenEnricher;
-import org.apache.nlpcraft.nlp.en.token.enricher.NCEnLemmaPosTokenEnricher;
-import org.apache.nlpcraft.nlp.en.token.enricher.NCQuotesTokenEnricher;
-import org.apache.nlpcraft.nlp.en.token.enricher.NCStopWordsTokenEnricher;
-import org.apache.nlpcraft.nlp.en.token.enricher.NСSwearWordsTokenEnricher;
+import org.apache.nlpcraft.nlp.en.token.enricher.NCENBracketsTokenEnricher;
+import org.apache.nlpcraft.nlp.en.token.enricher.NCENDictionaryTokenEnricher;
+import org.apache.nlpcraft.nlp.en.token.enricher.NCENLemmaPosTokenEnricher;
+import org.apache.nlpcraft.nlp.en.token.enricher.NCENQuotesTokenEnricher;
+import org.apache.nlpcraft.nlp.en.token.enricher.NCENStopWordsTokenEnricher;
+import org.apache.nlpcraft.nlp.en.token.enricher.NСENSwearWordsTokenEnricher;
 import org.apache.nlpcraft.nlp.en.token.parser.opennlp.NCENOpenNLPTokenParser;
 
 import java.util.*;
@@ -79,12 +79,12 @@ public class NCModelPipelineBuilder {
 
         tokParser = new NCENOpenNLPTokenParser();
 
-        tokEnrichers.add(new NCEnLemmaPosTokenEnricher());
-        tokEnrichers.add(new NCStopWordsTokenEnricher());
-        tokEnrichers.add(new 
NСSwearWordsTokenEnricher(NCResourceReader.getPath("badfilter/swear_words.txt")));
-        tokEnrichers.add(new NCQuotesTokenEnricher());
-        tokEnrichers.add(new NCDictionaryTokenEnricher());
-        tokEnrichers.add(new NCBracketsTokenEnricher());
+        tokEnrichers.add(new NCENLemmaPosTokenEnricher());
+        tokEnrichers.add(new NCENStopWordsTokenEnricher());
+        tokEnrichers.add(new 
NСENSwearWordsTokenEnricher(NCResourceReader.getPath("badfilter/swear_words.txt")));
+        tokEnrichers.add(new NCENQuotesTokenEnricher());
+        tokEnrichers.add(new NCENDictionaryTokenEnricher());
+        tokEnrichers.add(new NCENBracketsTokenEnricher());
 
         this.entParsers.addAll(entParsers);
     }
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCBracketsTokenEnricher.java
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENBracketsTokenEnricher.java
similarity index 85%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCBracketsTokenEnricher.java
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENBracketsTokenEnricher.java
index cc1ed3a..684248d 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCBracketsTokenEnricher.java
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENBracketsTokenEnricher.java
@@ -21,15 +21,15 @@ import org.apache.nlpcraft.NCModelConfig;
 import org.apache.nlpcraft.NCRequest;
 import org.apache.nlpcraft.NCToken;
 import org.apache.nlpcraft.NCTokenEnricher;
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCBracketsTokenEnricherImpl;
+import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCENBracketsTokenEnricherImpl;
 
 import java.util.List;
 
 /**
  * TODO: enriches with <code>brackets</code> property.
  */
-public class NCBracketsTokenEnricher implements NCTokenEnricher {
-    private final NCBracketsTokenEnricherImpl impl = new 
NCBracketsTokenEnricherImpl();
+public class NCENBracketsTokenEnricher implements NCTokenEnricher {
+    private final NCENBracketsTokenEnricherImpl impl = new 
NCENBracketsTokenEnricherImpl();
 
     @Override
     public void enrich(NCRequest req, NCModelConfig cfg, List<NCToken> toks) {
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCDictionaryTokenEnricher.java
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENDictionaryTokenEnricher.java
similarity index 85%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCDictionaryTokenEnricher.java
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENDictionaryTokenEnricher.java
index e788924..9a70962 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCDictionaryTokenEnricher.java
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENDictionaryTokenEnricher.java
@@ -21,15 +21,15 @@ import org.apache.nlpcraft.NCModelConfig;
 import org.apache.nlpcraft.NCRequest;
 import org.apache.nlpcraft.NCToken;
 import org.apache.nlpcraft.NCTokenEnricher;
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCDictionaryTokenEnricherImpl;
+import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCENDictionaryTokenEnricherImpl;
 
 import java.util.List;
 
 /**
  * TODO: enriches with <code>dict</code> property.
  */
-public class NCDictionaryTokenEnricher implements NCTokenEnricher {
-    private final NCDictionaryTokenEnricherImpl impl = new 
NCDictionaryTokenEnricherImpl();
+public class NCENDictionaryTokenEnricher implements NCTokenEnricher {
+    private final NCENDictionaryTokenEnricherImpl impl = new 
NCENDictionaryTokenEnricherImpl();
 
     @Override
     public void enrich(NCRequest req, NCModelConfig cfg, List<NCToken> toks) {
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCEnLemmaPosTokenEnricher.java
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENLemmaPosTokenEnricher.java
similarity index 80%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCEnLemmaPosTokenEnricher.java
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENLemmaPosTokenEnricher.java
index aedcf84..cf7cd7e 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCEnLemmaPosTokenEnricher.java
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENLemmaPosTokenEnricher.java
@@ -17,16 +17,9 @@
 
 package org.apache.nlpcraft.nlp.en.token.enricher;
 
-import org.apache.nlpcraft.NCModelConfig;
-import org.apache.nlpcraft.NCRequest;
-import org.apache.nlpcraft.NCToken;
-import org.apache.nlpcraft.NCTokenEnricher;
 import org.apache.nlpcraft.internal.util.NCResourceReader;
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCLemmaPosTokenEnricherImpl;
 import 
org.apache.nlpcraft.nlp.mult.token.enricher.opennlp.NCLemmaPosTokenEnricher;
 
-import java.util.List;
-
 /**
  * TODO: enriches with <code>lemma</code> and <code>pos</code> properties.
  *
@@ -34,11 +27,11 @@ import java.util.List;
  *  - tagger: http://opennlp.sourceforge.net/models-1.5/en-pos-maxent.bin
  *  - lemmatizer: 
https://raw.githubusercontent.com/richardwilly98/elasticsearch-opennlp-auto-tagging/master/src/main/resources/models/en-lemmatizer.dict
  */
-public class NCEnLemmaPosTokenEnricher extends NCLemmaPosTokenEnricher {
+public class NCENLemmaPosTokenEnricher extends NCLemmaPosTokenEnricher {
     /**
      *
      */
-    public NCEnLemmaPosTokenEnricher() {
+    public NCENLemmaPosTokenEnricher() {
         super(
             NCResourceReader.getPath("opennlp/en-pos-maxent.bin"),
             NCResourceReader.getPath("opennlp/en-lemmatizer.dict")
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCQuotesTokenEnricher.java
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENQuotesTokenEnricher.java
similarity index 85%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCQuotesTokenEnricher.java
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENQuotesTokenEnricher.java
index 0de565d..9afb145 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCQuotesTokenEnricher.java
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENQuotesTokenEnricher.java
@@ -21,15 +21,15 @@ import org.apache.nlpcraft.NCModelConfig;
 import org.apache.nlpcraft.NCRequest;
 import org.apache.nlpcraft.NCToken;
 import org.apache.nlpcraft.NCTokenEnricher;
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCQuotesTokenEnricherImpl;
+import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCENQuotesTokenEnricherImpl;
 
 import java.util.List;
 
 /**
  * TODO: enriches with <code>quoted</code> property.
  */
-public class NCQuotesTokenEnricher implements NCTokenEnricher {
-    private final NCQuotesTokenEnricherImpl impl = new 
NCQuotesTokenEnricherImpl();
+public class NCENQuotesTokenEnricher implements NCTokenEnricher {
+    private final NCENQuotesTokenEnricherImpl impl = new 
NCENQuotesTokenEnricherImpl();
 
     @Override
     public void enrich(NCRequest req, NCModelConfig cfg, List<NCToken> toks) {
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCStopWordsTokenEnricher.java
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENStopWordsTokenEnricher.java
similarity index 76%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCStopWordsTokenEnricher.java
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENStopWordsTokenEnricher.java
index 5e1dd34..afbeedd 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCStopWordsTokenEnricher.java
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/NCENStopWordsTokenEnricher.java
@@ -21,7 +21,7 @@ import org.apache.nlpcraft.NCModelConfig;
 import org.apache.nlpcraft.NCRequest;
 import org.apache.nlpcraft.NCToken;
 import org.apache.nlpcraft.NCTokenEnricher;
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCStopWordsTokenEnricherImpl;
+import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCENStopWordsTokenEnricherImpl;
 
 import java.util.List;
 import java.util.Set;
@@ -29,18 +29,18 @@ import java.util.Set;
 /**
  * TODO: enriches with <code>stopword</code> property.
  */
-public class NCStopWordsTokenEnricher implements NCTokenEnricher {
-    private final NCStopWordsTokenEnricherImpl impl;
+public class NCENStopWordsTokenEnricher implements NCTokenEnricher {
+    private final NCENStopWordsTokenEnricherImpl impl;
 
     /**
      *
      */
-    public NCStopWordsTokenEnricher(Set<String> addSw, Set<String> exclSw) {
-        impl = new NCStopWordsTokenEnricherImpl(addSw, exclSw);
+    public NCENStopWordsTokenEnricher(Set<String> addSw, Set<String> exclSw) {
+        impl = new NCENStopWordsTokenEnricherImpl(addSw, exclSw);
     }
 
-    public NCStopWordsTokenEnricher() {
-        impl = new NCStopWordsTokenEnricherImpl(null, null);
+    public NCENStopWordsTokenEnricher() {
+        impl = new NCENStopWordsTokenEnricherImpl(null, null);
     }
 
     @Override
diff --git 
"a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/N\320\241SwearWordsTokenEnricher.java"
 
"b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/N\320\241ENSwearWordsTokenEnricher.java"
similarity index 83%
rename from 
"nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/N\320\241SwearWordsTokenEnricher.java"
rename to 
"nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/N\320\241ENSwearWordsTokenEnricher.java"
index 462f024..e852b59 100644
--- 
"a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/N\320\241SwearWordsTokenEnricher.java"
+++ 
"b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/N\320\241ENSwearWordsTokenEnricher.java"
@@ -21,7 +21,7 @@ import org.apache.nlpcraft.NCModelConfig;
 import org.apache.nlpcraft.NCRequest;
 import org.apache.nlpcraft.NCToken;
 import org.apache.nlpcraft.NCTokenEnricher;
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCSwearWordsTokenEnricherImpl;
+import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCENSwearWordsTokenEnricherImpl;
 
 import java.util.List;
 import java.util.Objects;
@@ -29,18 +29,18 @@ import java.util.Objects;
 /**
  * TODO: enriches with <code>swear</code> property.
  */
-public class NСSwearWordsTokenEnricher implements NCTokenEnricher {
-    private final NCSwearWordsTokenEnricherImpl impl;
+public class NСENSwearWordsTokenEnricher implements NCTokenEnricher {
+    private final NCENSwearWordsTokenEnricherImpl impl;
 
     /**
      * TODO: swear_words.txt - describe where it can be downloaded.
      * 
      * @param mdlSrc
      */
-    public NСSwearWordsTokenEnricher(String mdlSrc) {
+    public NСENSwearWordsTokenEnricher(String mdlSrc) {
         Objects.requireNonNull(mdlSrc, "Swear words model file cannot be 
null.");
 
-        impl = new NCSwearWordsTokenEnricherImpl(mdlSrc);
+        impl = new NCENSwearWordsTokenEnricherImpl(mdlSrc);
     }
 
     @Override
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCBracketsTokenEnricherImpl.scala
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENBracketsTokenEnricherImpl.scala
similarity index 96%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCBracketsTokenEnricherImpl.scala
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENBracketsTokenEnricherImpl.scala
index ace6847..6414ff3 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCBracketsTokenEnricherImpl.scala
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENBracketsTokenEnricherImpl.scala
@@ -28,7 +28,7 @@ import scala.jdk.CollectionConverters.CollectionHasAsScala
 /**
   *
   */
-class NCBracketsTokenEnricherImpl extends NCTokenEnricher with LazyLogging:
+class NCENBracketsTokenEnricherImpl extends NCTokenEnricher with LazyLogging:
     override def enrich(req: NCRequest, cfg: NCModelConfig, toks: 
JList[NCToken]): Unit =
         val stack = new java.util.Stack[String]()
         val map = mutable.HashMap.empty[NCToken, Boolean]
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCDictionaryTokenEnricherImpl.scala
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENDictionaryTokenEnricherImpl.scala
similarity index 95%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCDictionaryTokenEnricherImpl.scala
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENDictionaryTokenEnricherImpl.scala
index c842ace..e753967 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCDictionaryTokenEnricherImpl.scala
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENDictionaryTokenEnricherImpl.scala
@@ -25,7 +25,7 @@ import java.util.List as JList
 /**
   *
   */
-class NCDictionaryTokenEnricherImpl extends NCTokenEnricher:
+class NCENDictionaryTokenEnricherImpl extends NCTokenEnricher:
     private var dict: Set[String] = _
 
     init()
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCQuotesTokenEnricherImpl.scala
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENQuotesTokenEnricherImpl.scala
similarity index 96%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCQuotesTokenEnricherImpl.scala
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENQuotesTokenEnricherImpl.scala
index 04359af..b804040 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCQuotesTokenEnricherImpl.scala
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENQuotesTokenEnricherImpl.scala
@@ -26,7 +26,7 @@ import scala.jdk.CollectionConverters.*
 /**
   *
   */
-class NCQuotesTokenEnricherImpl extends NCTokenEnricher with LazyLogging:
+class NCENQuotesTokenEnricherImpl extends NCTokenEnricher with LazyLogging:
     private final val Q_POS: Set[String] = Set("``", "''")
     private def getPos(t: NCToken): String = t.getOpt("pos").orElseThrow(() => 
throw new NCException("POS not found in token."))
     private def isQuote(t: NCToken): Boolean = Q_POS.contains(getPos(t))
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCStopWordGenerator.scala
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENStopWordGenerator.scala
similarity index 99%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCStopWordGenerator.scala
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENStopWordGenerator.scala
index 5d68a05..f310750 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCStopWordGenerator.scala
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENStopWordGenerator.scala
@@ -8,7 +8,7 @@ import scala.collection.mutable
 /**
   * Generates first word sequences.
   */
-object NCStopWordGenerator:
+object NCENStopWordGenerator:
     private final lazy val stemmer = new PorterStemmer
 
     // Output files.
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCStopWordsTokenEnricherImpl.scala
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENStopWordsTokenEnricherImpl.scala
similarity index 98%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCStopWordsTokenEnricherImpl.scala
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENStopWordsTokenEnricherImpl.scala
index 7b31018..3e06e2c 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCStopWordsTokenEnricherImpl.scala
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENStopWordsTokenEnricherImpl.scala
@@ -34,7 +34,7 @@ import scala.jdk.CollectionConverters.*
 /**
   *
   */
-object NCStopWordsTokenEnricherImpl:
+object NCENStopWordsTokenEnricherImpl:
     // Condition types.
     type Wildcard = (String, String)
     type Word = String
@@ -165,14 +165,14 @@ object NCStopWordsTokenEnricherImpl:
     private def tokenMix(toks: Seq[NCToken], maxLen: Int = Integer.MAX_VALUE): 
Seq[Seq[NCToken]] =
         (for (n <- toks.length until 0 by -1 if n <= maxLen) yield 
toks.sliding(n)).flatten
 
-import NCStopWordsTokenEnricherImpl.*
+import NCENStopWordsTokenEnricherImpl.*
 
 /**
   * 
   * @param addStopsSet
   * @param exclStopsSet
   */
-class NCStopWordsTokenEnricherImpl(addStopsSet: JSet[String], exclStopsSet: 
JSet[String]) extends NCTokenEnricher with LazyLogging:
+class NCENStopWordsTokenEnricherImpl(addStopsSet: JSet[String], exclStopsSet: 
JSet[String]) extends NCTokenEnricher with LazyLogging:
     private final val stemmer = new PorterStemmer
 
     private var addStems: Set[String] = _
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCSwearWordsTokenEnricherImpl.scala
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENSwearWordsTokenEnricherImpl.scala
similarity index 94%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCSwearWordsTokenEnricherImpl.scala
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENSwearWordsTokenEnricherImpl.scala
index bfb97fa..686b2dc 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCSwearWordsTokenEnricherImpl.scala
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCENSwearWordsTokenEnricherImpl.scala
@@ -29,7 +29,7 @@ import java.util.List as JList
   * 
   * @param res
   */
-class NCSwearWordsTokenEnricherImpl(res: String) extends NCTokenEnricher with 
LazyLogging:
+class NCENSwearWordsTokenEnricherImpl(res: String) extends NCTokenEnricher 
with LazyLogging:
     require(res != null)
 
     private final val stemmer = new PorterStemmer
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/mult/token/enricher/opennlp/NCLemmaPosTokenEnricher.java
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/mult/token/enricher/opennlp/NCLemmaPosTokenEnricher.java
index 13a72cc..b94e792 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/mult/token/enricher/opennlp/NCLemmaPosTokenEnricher.java
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/mult/token/enricher/opennlp/NCLemmaPosTokenEnricher.java
@@ -21,7 +21,7 @@ import org.apache.nlpcraft.NCModelConfig;
 import org.apache.nlpcraft.NCRequest;
 import org.apache.nlpcraft.NCToken;
 import org.apache.nlpcraft.NCTokenEnricher;
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCLemmaPosTokenEnricherImpl;
+import 
org.apache.nlpcraft.nlp.mult.token.enricher.opennlp.impl.NCLemmaPosTokenEnricherImpl;
 
 import java.util.List;
 
diff --git 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCLemmaPosTokenEnricherImpl.scala
 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/mult/token/enricher/opennlp/impl/NCLemmaPosTokenEnricherImpl.scala
similarity index 98%
rename from 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCLemmaPosTokenEnricherImpl.scala
rename to 
nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/mult/token/enricher/opennlp/impl/NCLemmaPosTokenEnricherImpl.scala
index 9f378f0..02a6c18 100644
--- 
a/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/en/token/enricher/impl/NCLemmaPosTokenEnricherImpl.scala
+++ 
b/nlpcraft/src/main/scala/org/apache/nlpcraft/nlp/mult/token/enricher/opennlp/impl/NCLemmaPosTokenEnricherImpl.scala
@@ -15,7 +15,7 @@
  * limitations under the License.
  */
 
-package org.apache.nlpcraft.nlp.en.token.enricher.impl
+package org.apache.nlpcraft.nlp.mult.token.enricher.opennlp.impl
 
 import com.typesafe.scalalogging.LazyLogging
 import opennlp.tools.lemmatizer.DictionaryLemmatizer
@@ -23,11 +23,12 @@ import opennlp.tools.postag.*
 import opennlp.tools.stemmer.PorterStemmer
 import org.apache.nlpcraft.*
 import org.apache.nlpcraft.internal.util.*
+
 import java.io.*
 import java.util
+import java.util.List as JList
 import scala.concurrent.ExecutionContext
 import scala.jdk.CollectionConverters.*
-import java.util.List as JList
 
 /**
   * 
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/entity/parser/semantic/NCSemanticEntityParserSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/entity/parser/semantic/NCSemanticEntityParserSpec.scala
index e9588a0..ee63788 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/entity/parser/semantic/NCSemanticEntityParserSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/entity/parser/semantic/NCSemanticEntityParserSpec.scala
@@ -20,7 +20,7 @@ package org.apache.nlpcraft.nlp.entity.parser.semantic
 import org.apache.nlpcraft.*
 import org.apache.nlpcraft.internal.util.{NCResourceReader, NCUtils}
 import 
org.apache.nlpcraft.nlp.en.entity.parser.semantic.NCEnSemanticEntityParser
-import org.apache.nlpcraft.nlp.en.token.enricher.{NCEnLemmaPosTokenEnricher, 
NCStopWordsTokenEnricher}
+import org.apache.nlpcraft.nlp.en.token.enricher.{NCENLemmaPosTokenEnricher, 
NCENStopWordsTokenEnricher}
 import org.apache.nlpcraft.nlp.mult.entity.parser.opennlp.NCOpenNLPEntityParser
 import org.apache.nlpcraft.nlp.mult.entity.parser.semantic.{NCSemanticElement, 
NCSemanticEntityParser}
 import org.apache.nlpcraft.nlp.token.enricher.en.*
@@ -86,9 +86,9 @@ class NCSemanticEntityParserSpec:
             ).asJava
         )
 
-    private val stopWordsEnricher = new NCStopWordsTokenEnricher()
+    private val stopWordsEnricher = new NCENStopWordsTokenEnricher()
 
-    private val lemmaPosEnricher = new NCEnLemmaPosTokenEnricher()
+    private val lemmaPosEnricher = new NCENLemmaPosTokenEnricher()
 
     /**
       *
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCBracketsTokenEnricherSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCBracketsTokenEnricherSpec.scala
index e621782..698f9d0 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCBracketsTokenEnricherSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCBracketsTokenEnricherSpec.scala
@@ -18,7 +18,7 @@
 package org.apache.nlpcraft.nlp.token.enricher.en
 
 import org.apache.nlpcraft.*
-import org.apache.nlpcraft.nlp.en.token.enricher.NCBracketsTokenEnricher
+import org.apache.nlpcraft.nlp.en.token.enricher.*
 import org.apache.nlpcraft.nlp.token.enricher.en.*
 import org.apache.nlpcraft.nlp.util.*
 import org.apache.nlpcraft.nlp.util.opennlp.*
@@ -30,7 +30,7 @@ import scala.jdk.CollectionConverters.*
   *
   */
 class NCBracketsTokenEnricherSpec:
-    private val enricher = new NCBracketsTokenEnricher()
+    private val enricher = new NCENBracketsTokenEnricher()
 
     /**
       *
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCDictionaryTokenEnricherSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCDictionaryTokenEnricherSpec.scala
index c961a2e..8269f2d 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCDictionaryTokenEnricherSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCDictionaryTokenEnricherSpec.scala
@@ -18,7 +18,7 @@
 package org.apache.nlpcraft.nlp.token.enricher.en
 
 import org.apache.nlpcraft.internal.util.NCResourceReader
-import org.apache.nlpcraft.nlp.en.token.enricher.{NCDictionaryTokenEnricher, 
NCEnLemmaPosTokenEnricher}
+import org.apache.nlpcraft.nlp.en.token.enricher.{NCENDictionaryTokenEnricher, 
NCENLemmaPosTokenEnricher}
 import org.apache.nlpcraft.nlp.token.enricher.en.*
 import org.apache.nlpcraft.nlp.util.*
 import org.apache.nlpcraft.nlp.util.opennlp.*
@@ -30,9 +30,9 @@ import scala.jdk.CollectionConverters.*
   *
   */
 class NCDictionaryTokenEnricherSpec:
-    private val dictEnricher = new NCDictionaryTokenEnricher()
+    private val dictEnricher = new NCENDictionaryTokenEnricher()
 
-    private val lemmaPosEnricher = new NCEnLemmaPosTokenEnricher()
+    private val lemmaPosEnricher = new NCENLemmaPosTokenEnricher()
 
     @Test
     def test(): Unit =
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCQuotesTokenEnricherSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCQuotesTokenEnricherSpec.scala
index 376f0b0..5a9c1c9 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCQuotesTokenEnricherSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCQuotesTokenEnricherSpec.scala
@@ -19,7 +19,7 @@ package org.apache.nlpcraft.nlp.token.enricher.en
 
 import org.apache.nlpcraft.NCToken
 import org.apache.nlpcraft.internal.util.NCResourceReader
-import org.apache.nlpcraft.nlp.en.token.enricher.{NCEnLemmaPosTokenEnricher, 
NCQuotesTokenEnricher}
+import org.apache.nlpcraft.nlp.en.token.enricher.{NCENLemmaPosTokenEnricher, 
NCENQuotesTokenEnricher}
 import org.apache.nlpcraft.nlp.token.enricher.en.*
 import org.apache.nlpcraft.nlp.util.*
 import org.apache.nlpcraft.nlp.util.opennlp.*
@@ -31,8 +31,8 @@ import scala.jdk.CollectionConverters.*
   *
   */
 class NCQuotesTokenEnricherSpec:
-    private val lemmaPosEnricher = new NCEnLemmaPosTokenEnricher
-    private val quoteEnricher = new NCQuotesTokenEnricher
+    private val lemmaPosEnricher = new NCENLemmaPosTokenEnricher
+    private val quoteEnricher = new NCENQuotesTokenEnricher
 
     /**
       *
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCStopWordsEnricherSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCStopWordsEnricherSpec.scala
index 492593d..dc95d1c 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCStopWordsEnricherSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCStopWordsEnricherSpec.scala
@@ -32,7 +32,7 @@ import scala.jdk.CollectionConverters.*
   *
   */
 class NCStopWordsEnricherSpec:
-    private val lemmaPosEnricher = new NCEnLemmaPosTokenEnricher
+    private val lemmaPosEnricher = new NCENLemmaPosTokenEnricher
 
     /**
       *
@@ -40,7 +40,7 @@ class NCStopWordsEnricherSpec:
       * @param txt
       * @param boolVals
       */
-    private def test(stopEnricher: NCStopWordsTokenEnricher, txt: String, 
boolVals: Boolean*): Unit =
+    private def test(stopEnricher: NCENStopWordsTokenEnricher, txt: String, 
boolVals: Boolean*): Unit =
         val toksList = EN_PIPELINE.getTokenParser.tokenize(txt)
         require(toksList.size == boolVals.size)
         val toks = toksList.asScala.toSeq
@@ -58,13 +58,13 @@ class NCStopWordsEnricherSpec:
     @Test
     def test(): Unit =
         test(
-            new NCStopWordsTokenEnricher(),
+            new NCENStopWordsTokenEnricher(),
             "the test",
             true,
             false
         )
         test(
-            new NCStopWordsTokenEnricher(Set("test").asJava, 
Set("the").asJava),
+            new NCENStopWordsTokenEnricher(Set("test").asJava, 
Set("the").asJava),
             "the test",
             false,
             true
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCSwearWordsTokenEnricherSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCSwearWordsTokenEnricherSpec.scala
index 12b8ebc..d69aebd 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCSwearWordsTokenEnricherSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/NCSwearWordsTokenEnricherSpec.scala
@@ -18,7 +18,7 @@
 package org.apache.nlpcraft.nlp.token.enricher.en
 
 import org.apache.nlpcraft.internal.util.NCResourceReader
-import org.apache.nlpcraft.nlp.en.token.enricher.NСSwearWordsTokenEnricher
+import org.apache.nlpcraft.nlp.en.token.enricher.NСENSwearWordsTokenEnricher
 import org.apache.nlpcraft.nlp.token.enricher.en.*
 import org.apache.nlpcraft.nlp.util.*
 import org.apache.nlpcraft.nlp.util.opennlp.*
@@ -31,7 +31,7 @@ import scala.jdk.CollectionConverters.*
   *
   */
 class NCSwearWordsTokenEnricherSpec:
-    private val enricher = new 
NСSwearWordsTokenEnricher(NCResourceReader.getPath("badfilter/swear_words.txt"))
+    private val enricher = new 
NСENSwearWordsTokenEnricher(NCResourceReader.getPath("badfilter/swear_words.txt"))
 
     @Test
     def test(): Unit =
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/impl/NCStopWordsImplSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/impl/NCStopWordsImplSpec.scala
index 4787634..ca0861e 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/impl/NCStopWordsImplSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/enricher/en/impl/NCStopWordsImplSpec.scala
@@ -18,7 +18,7 @@
 package org.apache.nlpcraft.nlp.token.enricher.en.impl
 
 import org.apache.nlpcraft.*
-import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCStopWordsTokenEnricherImpl
+import 
org.apache.nlpcraft.nlp.en.token.enricher.impl.NCENStopWordsTokenEnricherImpl
 import org.apache.nlpcraft.nlp.token.enricher.en.*
 import org.apache.nlpcraft.nlp.util.*
 import org.apache.nlpcraft.nlp.util.opennlp.*
@@ -45,7 +45,7 @@ class NCStopWordsImplSpec:
 
         toks.zip(words).foreach { (t, w) => t.put("stopword", w.stop) }
 
-        val mix = NCStopWordsTokenEnricherImpl.tokenMixWithStopWords(toks)
+        val mix = NCENStopWordsTokenEnricherImpl.tokenMixWithStopWords(toks)
 
         val resSorted = mix.map(_.map(_.getText).mkString).sorted
         val expectedSorted = expected.sorted
diff --git 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/parser/opennlp/NCOpenNLPTokenParserSpec.scala
 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/parser/opennlp/NCOpenNLPTokenParserSpec.scala
index 57ecd4e..99e521c 100644
--- 
a/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/parser/opennlp/NCOpenNLPTokenParserSpec.scala
+++ 
b/nlpcraft/src/test/scala/org/apache/nlpcraft/nlp/token/parser/opennlp/NCOpenNLPTokenParserSpec.scala
@@ -20,7 +20,7 @@ package org.apache.nlpcraft.nlp.token.parser.opennlp
 import org.apache.nlpcraft.*
 import org.apache.nlpcraft.internal.ascii.NCAsciiTable
 import org.apache.nlpcraft.internal.util.NCResourceReader
-import org.apache.nlpcraft.nlp.en.token.enricher.{NCEnLemmaPosTokenEnricher, 
NCStopWordsTokenEnricher}
+import org.apache.nlpcraft.nlp.en.token.enricher.{NCENLemmaPosTokenEnricher, 
NCENStopWordsTokenEnricher}
 import org.apache.nlpcraft.nlp.token.enricher.en.*
 import org.apache.nlpcraft.nlp.util.*
 import org.apache.nlpcraft.nlp.util.opennlp.*
@@ -33,8 +33,8 @@ import scala.jdk.CollectionConverters.*
   *
   */
 class NCOpenNLPTokenParserSpec:
-    private val lemmaPosEnricher = new NCEnLemmaPosTokenEnricher
-    private val stopEnricher = new NCStopWordsTokenEnricher(null, null)
+    private val lemmaPosEnricher = new NCENLemmaPosTokenEnricher
+    private val stopEnricher = new NCENStopWordsTokenEnricher(null, null)
 
     private def isStopWord(t: NCToken): Boolean = t.get[Boolean]("stopword")
 

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